Use case : automation
AI internal knowledge base
An AI internal knowledge base answers team questions from your actual documents, wikis, tickets and policies, with citations to the source and access control that respects who may see what. It is institutional memory that finally answers back.
The problem
Every organization answers the same questions weekly: how does this policy work, where is the template, what did we decide last quarter. The knowledge exists, scattered across drives and inboxes, but nobody can retrieve it at the moment of need.
Systems it touches
How it works
The automated version, step by step.
- Connect
- Index
- Ask
- Enforce
- Improve
- 01
Connect
Drives, wikis, ticket systems and document stores connected with permission awareness.
- 02
Index
Content structured and indexed continuously; freshness maintained on change.
- 03
Ask
Team members ask in natural language; answers cite the governing documents.
- 04
Enforce
Access rules applied inside retrieval: people only ever see what they are entitled to.
- 05
Improve
Unanswered questions become content tickets; stale sources are flagged by usage.
What changes
Onboarding takes weeks instead of months, decisions cite their sources, and the organization stops paying a knowledge tax on every new question.
Variations by industry
Scoped deployments for support teams (product knowledge), HR (policy questions), finance (procedure lookup) and engineering (runbooks and architecture).
Common questions.
Search finds files; this answers questions with synthesis and citations. The distance between 'ten PDFs' and 'the answer, with the governing paragraph' is the entire value.
Yes: access control is enforced at retrieval, mapped to your existing permissions. HR files stay visible to HR; finance policies to finance.
The system surfaces the tension with both citations rather than averaging it away, and source-precedence rules (newer overrides older) are configured for high-stakes domains.
Keep exploring
Tell us what is eating your team's hours.
A short brief, answered within one working day. The first call is free, and if AI is not the right answer, we will say so on that call.
First call free : honest about fit : no obligation